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Fashion++: Minimal Edits for Outfit Improvement
[article]
2019
arXiv
pre-print
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Given an outfit, what small changes would most improve its fashionability? This question presents an intriguing new vision challenge. ...
We introduce Fashion++, an approach that proposes minimal adjustments to a full-body clothing outfit that will have maximal impact on its fashionability. ...
Figure 1 : 1 Minimal outfit edits suggest minor changes to an existing outfit in order to improve its fashionability. ...
arXiv:1904.09261v3
fatcat:sqa6lmexibcddojt7kkvmeyrkq
DeepStyle: Multimodal Search Engine for Fashion and Interior Design
2019
IEEE Access
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The goal of our engine is to enable intuitive retrieval of fashion merchandise such as clothes or furniture. ...
Existing search engines treat textual input only as an additional source of information about the query image and do not correspond to the real-life scenario, where the user looks for "the same shirt but ...
(y = 0) or from different outfits (y = 1) and m is a predefined margin for the minimal distance between items from different outfits. ...
doi:10.1109/access.2019.2923552
fatcat:4qjj4f52rrav5mjuqgyd7ictzm
Fashion films as a new communication format to build fashion brands
2016
Communication & Society
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in their quest for exclusivity and authenticity. ...
As a distinctive type of experiential marketing mostly used by luxury fashion brands, they would become a new communication strategy for mainstream brands, but also allow the discovery of a profound connection ...
They felt comfortable with static images where models and outfits were equally important to control. ...
doi:10.15581/003.29.2.45-61
fatcat:h5jvs7uzj5eqdnw75ut67vmcra
Fashionably Voluptuous: Repackaging the Fuller-Sized Figure
2013
Fashion Theory
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Semi structured interviews and case studies support the qualitative approaches taken and identify the fashion choices available for voluptuous bodies and if these clothes involve levels of body modification ...
Object based research investigates the design and manufacture of garments for the fuller sized figure. ...
The July editions of the UK magazines were intended as representative samples. Vogue is probably the most established promulgator of high fashion worldwide. ...
doi:10.2752/175174113x13541091797689
fatcat:ukkiyjgesjbqhh6ikimi4zmzry
The environmental price of fast fashion
2020
Nature Reviews Earth & Environment
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Acknowledgements This research was supported by the Academy of Finland's Strategic Research Council's grant no. 327299 Sustainable textile systems: Co-creating resource-wise business for Finland in global ...
The industry needs to improve sustainability and business needs to create alternative models for fast fashion to lower its environmental impact. ...
industry 94 and minimize waste. ...
doi:10.1038/s43017-020-0039-9
fatcat:2bictpv5rrgkroqmk7kxrtshue
Understanding Human-Centric Images: From Geometry to Fashion
[article]
2015
arXiv
pre-print
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For all presented approaches we present extensive results and comparisons against the state-of-the-art and show significant improvements on the entire variety of tasks we tackle. ...
Concretely, we focus on two different tasks in the context of fashion: semantic segmentation of clothing, and predicting the fashionability from images with metadata to ultimately provide fashion advice ...
If the user were to wear a "Black Casual" outfit as seen on the right, our model predicts she would improve her fashionability to 7 out of 10. ...
arXiv:1604.08164v1
fatcat:rq43466do5b2rpkrkbqlvdudqi
Pattern Recognition on Fashion Imagery
2021
Zenodo
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This deliverable prototypes a Machine Learning pipeline for the detection of categories and attributes within fashion imagery as well as the plans for the implementation backbone. ...
This can be resolved by editing the learning rate value. ...
vs. in full outfit -alongside which other items -and recommending the best option). ...
doi:10.5281/zenodo.5566459
fatcat:wmb67uoc5jgnllq3w374cf3fsa
Fashion Recommendation Systems, Models and Methods: A Review
2021
Informatics
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In recent years, the textile and fashion industries have witnessed an enormous amount of growth in fast fashion. ...
Image-based fashion recommendation systems (FRSs) have attracted a huge amount of attention from fast fashion retailers as they provide a personalized shopping experience to consumers. ...
Acknowledgments: This research did not receive any specific grant from funding agencies in the public, commercial, or not-for-profit sectors. ...
doi:10.3390/informatics8030049
fatcat:2djpad5hwraqnb6v24pg4b4a5m
Diagrammatic Manifestos: A Method for Studying the Fluidity of Gender in the Production of Fashion Photography
2020
Fashion Studies
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This paper proposes to apply live and inventive methodological approaches to fashion studies. ...
This sociological research studies how fashion editors, art directors, and photographers make the fluidity of gender more visible within an industry established on the binary womenswear/menswear. ...
Furthermore, nearly all participants mentioned casting their own friends as models, or completing an outfit with their own wardrobe or second-hand clothing for a photoshoot. ...
doi:10.38055/fs030106
fatcat:d2idiqgkfveqdk5ik77svs2zda
Wearing Digital Shimmers: A fashion-centric approach to wearable technology
2019
Figshare
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consists of five outfits paired with varying 'digital shimmers' (discrete animated videos) presented through a short fashion film. ...
The fashion film, which is a commonly used artefact of the fashion field, traditionally aims to synthesize a particular mood and style for its garments. ...
terms of fashion, and minimizes the notion of its technological function. ...
doi:10.6084/m9.figshare.7855862.v2
fatcat:gfxsgovkwvcgxhxuk5fgnkr3fe
New Marketing Strategies for Fast Fashion Brands in South Korea: An Exploration of Consumer's Purchasing Experiences
2018
Fashion & Textile Research Journal
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We increased the number of mannequins and dressed them in appealing outfits to showcase the latest fashion themes. ...
In Japan, for example, weekly flyers in the Friday edition of national newspapers, which are delivered to most households, announce week-long 20-30% off campaigns to promote new items. ...
doi:10.5805/sfti.2018.20.6.629
fatcat:vshwsjnzrbbgra6kgvkkd7koeu
Investigation of Fashion Sharing Platform for Sustainable Economy—Korean and International Fashion Websites before and after COVID-19
2021
Sustainability
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In this study, we analyzed the changes in South Korean and international fashion sharing websites before and after the COVID-19 pandemic to suggest ways to use fashion sharing services for sustainable ...
Changes in various elements of 21 domestic and foreign fashion sharing websites were analyzed. Five websites were selected and assessed for their usability and accessibility using Likert scales. ...
Finally, measures are proposed to improve the efficiency of such services for users. ...
doi:10.3390/su13179782
fatcat:qmwtqxnmxvd7lfghkdq5bxy2se
Olivetti and the Missing Third: Fashion, Working Women and Images of the Mechanical-flâneuse in the 1920s and 1930s
2015
Fashion Theory
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the missing third: fashion, working women and images of the mechanical-flâneuse in the 1920s and 1930s." Fashion Theory 19 .5 (2015): 637-686. ...
Olivetti and the missing third: fashion, working women and images of the mechanical-flâneuse in the 1920s and 1930s Abstract This paper addresses images of the mechanical-flâneuse as the efficient modern ...
For Stepanova ([1923] 1989: 173) , writing in the same year but in a later edition of LEF, it meant turning away from past fascination with fashions worn by mannequins in shop windows to embrace "cultural ...
doi:10.1080/1362704x.2015.1071069
fatcat:zdqo3a2lbjdhtak326s7kxsp4u
Wearing Digital Shimmers: A fashion-centric approach to wearable technology
2019
Figshare
Preserved Fulltext
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The file type is application/pdf.
consists of five outfits paired with varying 'digital shimmers' (discrete animated videos) presented through a short fashion film. ...
The fashion film, which is a commonly used artefact of the fashion field, traditionally aims to synthesize a particular mood and style for its garments. ...
They forget that textiles, clothing, and even things like buttons and laces, have persisted for thousands of years, and that because of this there might be little room for improvement; that they are so ...
doi:10.6084/m9.figshare.7855862.v1
fatcat:yqyxcxxpcngrnoj5oqidiclwwu
Motivating Collaborative Consumption in Fashion: Consumer Benefits, Perceived Risks, Service Trust, and Usage Intention of Online Fashion Rental Services
2021
Sustainability
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This study explored the conceptual constructs of consumer benefits and perceived risks of online fashion rental services (Online FRS) and their impacts on usage intention towards Online FRS. ...
Financial, Performance, Social) clearly presented factorial structures. (2) Reasonable cost, Style Conformity, and Product Variety showed significantly positive influences on usage intentions towards online fashion ...
Author Contributions: All authors have worked closely together on conceptualization, methodology, formal analysis, investigation, data curation, original draft preparation, and writing and editing. ...
doi:10.3390/su13041804
fatcat:lv2hdymfsrdxtpbzp4u4swazum
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